Marta C. González

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 33

Top Venues

CoRR

EPJ Data Sci.

Comput. Environ. Urban Syst.

Nat. Comput. Sci.

University of Stuttgart, Germany (PHD)

Education History

University of Stuttgart, Germany

PHD

Publications

Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro
Enhancing human mobility research with open and standardized datasets. Nat. Comput. Sci. 4 (7) (2024)
Juan D. Caicedo, Marta C. González, Joan L. Walker
Public Transit Demand Prediction During Highly Dynamic Conditions: A Meta-Analysis of State-of-the-Art Models and Open-Source Benchmarking Infrastructure. CoRR (2023)
Chenbei Lu, Jiaman Wu, Jingshi Cui, Yanyan Xu, Chenye Wu, Marta C. González
Deadline Differentiated Dynamic EV Charging Price Menu Design. IEEE Trans. Smart Grid 14 (1) (2023)
Daniel Rhoads, Clement Rames, Albert Solé-Ribalta, Marta C. González, Michael Szell, Javier Borge-Holthoefer
Sidewalk networks: Review and outlook. Comput. Environ. Urban Syst. 106 (2023)
Yanyan Xu, Luis E. Olmos, David Mateo, Alberto Hernando, Xiaokang Yang, Marta C. González
Urban dynamics through the lens of human mobility. Nat. Comput. Sci. 3 (7) (2023)
Xi Chen, Haihui Wang, Fan Wu, Yujie Wu, Marta C. González, Junshan Zhang
Multimicrogrid Load Balancing Through EV Charging Networks. IEEE Internet Things J. 9 (7) (2022)
Ariel Salgado, Ziyun Yuan, Inés Caridi, Marta C. González
Exposure to parks through the lens of urban mobility. EPJ Data Sci. 11 (1) (2022)
Dimitrios M. Vlachogiannis, Yanyan Xu, Ling Jin, Marta C. González
Correlation networks of air particulate matter ($\hbox {PM}_{2.5}$): a comparative study. Appl. Netw. Sci. 6 (1) (2021)
Ariel Salgado, Weixin Li, Fahad Alhasoun, Inés Caridi, Marta C. González
Street context of various demographic groups in their daily mobility. Appl. Netw. Sci. 6 (1) (2021)
Yanyan Xu, Riccardo Di Clemente, Marta C. González
Understanding vehicular routing behavior with location-based service data. EPJ Data Sci. 10 (1) (2021)
Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. CoRR (2020)
Sharon Xu, Steven Morse, Marta C. González
Modeling Human Dynamics and Lifestyle Using Digital Traces. CoRR (2020)
Fahad Alhasoun, Marta C. González
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development. IEEE BigData (2019)
Sharon Xu, Riccardo Di Clemente, Marta C. González
Mining urban lifestyles: urban computing, human behavior and recommender systems. CoRR (2019)
Fahad Alhasoun, Marta C. González
Urban Street Contexts Classification Using Convolutional Neural Networks and Streets Imagery. ICMLA (2019)
Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam, Seyed Amir Hosseini, Ziyuan Gu, Sajjad Shafiei, Divya J. Nair, Vinayak V. Dixit, Lauren Gardner, S. Travis Waller, Marta C. González
A simple contagion process describes spreading of traffic jams in urban networks. CoRR (2019)
Yanyan Xu, Shan Jiang, Ruiqi Li, Jiang Zhang, Jinhua Zhao, Sofiane Abbar, Marta C. González
exposure in Beijing: A big data approach. Comput. Environ. Urban Syst. 75 (2019)
Adrian Albert, Jasleen Kaur, Emanuele Strano, Marta C. González
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks. CoRR (2019)
Fahad Alhasoun, Marta C. González
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development. CoRR (2019)
Balázs Lengyel, Riccardo Di Clemente, János Kertész, Marta C. González
Spatial diffusion and churn of social media. CoRR (2018)
Adrian Albert, Emanuele Strano, Jasleen Kaur, Marta C. González
Modeling urbanization patterns with generative adversarial networks. CoRR (2018)
Fahad Alhasoun, Faisal Aleissa, May Alhazzani, Luis Gregorio Moyano, Claudio S. Pinhanez, Marta C. González
Age density patterns in patients medical conditions: A clustering approach. PLoS Comput. Biol. 14 (6) (2018)
Andrea Cuttone, Sune Lehmann, Marta C. González
Understanding predictability and exploration in human mobility. EPJ Data Sci. 7 (1) (2018)
May Alhazzani, Fahad Alhasoun, Zeyad Alawwad, Marta C. González
Urban Attractors: Discovering Patterns in Regions of Attraction in Cities. CoRR (2017)
Shan Jiang, Joseph Ferreira Jr., Marta C. González
Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore. IEEE Trans. Big Data 3 (2) (2017)
Adrian Albert, Jasleen Kaur, Marta C. González
Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale. CoRR (2017)
Adrian Albert, Jasleen Kaur, Marta C. González
Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban Environments at a Large Scale. KDD (2017)
Adham Kalila, Zeyad Awwad, Riccardo Di Clemente, Marta C. González
Big Data Fusion to Estimate Fuel Consumption: A Case Study of Riyadh. CoRR (2017)
Riccardo Di Clemente, Miguel A. Luengo-Oroz, Matias Travizano, Bapu Vaitla, Marta C. González
Sequence of purchases in credit card data reveal life styles in urban populations. CoRR (2017)
Andrea Cuttone, Sune Lehmann, Marta C. González
Understanding Predictability and Exploration in Human Mobility. CoRR (2016)
Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. González
Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data. AAAI (2016)
Steven Morse, Marta C. González, Natasha Markuzon
Persistent cascades: Measuring fundamental communication structure in social networks. IEEE BigData (2016)
Yanyan Xu, Marta C. González
Collective benefits in traffic during mega events via the use of information technologies. CoRR (2016)
Carlos Herrera-Yagüe, Christian M. Schneider, Thomas Couronné, Zbigniew Smoreda, Rosa M. Benito, Pedro J. Zufiria, Marta C. González
The anatomy of urban social networks and its implications in the searchability problem. CoRR (2015)
Antonio Lima, Veljko Pejovic, Luca Rossi, Mirco Musolesi, Marta C. González
Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data. CoRR (2015)
Jameson L. Toole, Yu-Ru Lin, Erich Muehlegger, Daniel Shoag, Marta C. González, David Lazer
Tracking Employment Shocks Using Mobile Phone Data. CoRR (2015)
Manlio De Domenico, Antonio Lima, Marta C. González, Alex Arenas
Personalized routing for multitudes in smart cities. EPJ Data Sci. 4 (1) (2015)
Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González
Urban magnetism through the lens of geo-tagged photography. EPJ Data Sci. 4 (1) (2015)
Jameson L. Toole, Carlos Herrera-Yagüe, Christian M. Schneider, Marta C. González
Coupling Human Mobility and Social Ties. CoRR (2015)
Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González
Urban Magnetism Through The Lens of Geo-tagged Photography. CoRR (2015)
Yihui Ren, Mária Ercsey-Ravasz, Pu Wang, Marta C. González, Zoltán Toroczkai
Predicting commuter flows in spatial networks using a radiation model based on temporal ranges. CoRR (2014)
Jameson L. Toole, Serdar Çolak, Fahad Alhasoun, Alexandre G. Evsukoff, Marta C. González
The path most travelled: Mining road usage patterns from massive call data. CoRR (2014)
Michele Tizzoni, Paolo Bajardi, Adeline Decuyper, Guillaume Kon Kam King, Christian M. Schneider, Vincent D. Blondel, Zbigniew Smoreda, Marta C. González, Vittoria Colizza
On the Use of Human Mobility Proxies for Modeling Epidemics. PLoS Comput. Biol. 10 (7) (2014)
Scott Counts, Munmun De Choudhury, Jana Diesner, Eric Gilbert, Marta C. González, Brian Keegan, Mor Naaman, Hanna M. Wallach
Computational social science: CSCW in the social media era. CSCW Companion (2014)
Yingxiang Yang, Carlos Herrera, Nathan Eagle, Marta C. González
Limits of Predictability in Commuting Flows in the Absence of Data for Calibration. CoRR (2014)
Carlos Herrera-Yagüe, Christian M. Schneider, Zbigniew Smoreda, Thomas Couronné, Pedro J. Zufiria, Marta C. González
The elliptic model for social fluxes. CoRR (2013)
Christian M. Schneider, Christian Rudloff, Dietmar Bauer, Marta C. González
Daily travel behavior: lessons from a week-long survey for the extraction of human mobility motifs related information. UrbComp@KDD (2013)
Shan Jiang, Gaston A. Fiore, Yingxiang Yang, Joseph Ferreira Jr., Emilio Frazzoli, Marta C. González
A review of urban computing for mobile phone traces: current methods, challenges and opportunities. UrbComp@KDD (2013)
Pu Wang, Marta C. González, Ronaldo Menezes, Albert-László Barabási
Understanding the spread of malicious mobile-phone programs and their damage potential. Int. J. Inf. Sec. 12 (5) (2013)
Shan Jiang, Joseph Ferreira Jr., Marta C. González
Discovering urban spatial-temporal structure from human activity patterns. UrbComp@KDD (2012)
Shan Jiang, Joseph Ferreira Jr., Marta C. González
Clustering daily patterns of human activities in the city. Data Min. Knowl. Discov. 25 (3) (2012)
Jameson L. Toole, Michael Ulm, Marta C. González, Dietmar Bauer
Inferring land use from mobile phone activity. UrbComp@KDD (2012)
Mohamed Fazeen, Brandon Gozick, Ram Dantu, Moiz Bhukhiya, Marta C. González
Safe Driving Using Mobile Phones. IEEE Trans. Intell. Transp. Syst. 13 (3) (2012)
Jameson L. Toole, Michael Ulm, Dietmar Bauer, Marta C. González
Inferring land use from mobile phone activity CoRR (2012)
Daniele Veneziano, Marta C. González
Trip Length Distribution Under Multiplicative Spatial Models of Supply and Demand: Theory and Sensitivity Analysis CoRR (2011)
Jameson L. Toole, Meeyoung Cha, Marta C. González
Modeling the adoption of innovations in the presence of geographic and media influences CoRR (2011)
Pu Wang, Marta C. González, Ronaldo Menezes, Albert-László Barabási
New generation of mobile phone viruses and corresponding countermeasures CoRR (2010)
Pu Wang, Marta C. González, César A. Hidalgo, Albert-László Barabási
Understanding the spreading patterns of mobile phone viruses CoRR (2009)
Marta C. González, César A. Hidalgo, Albert-László Barabási
Understanding individual human mobility patterns CoRR (2008)
Gregory R. Madey, Albert-László Barabási, Nitesh V. Chawla, Marta C. González, David Hachen, Brett Lantz, Alec Pawling, Timothy W. Schoenharl, Gábor Szabó, Pu Wang, Ping Yan
Enhanced Situational Awareness: Application of DDDAS Concepts to Emergency and Disaster Management. International Conference on Computational Science (1) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marta C. González